Publications

Wainakh, Aidmar, Schwalbe Gesina, Loyal Antje Elisabeth, Yan Rujiao, Chakraborty Tanmay, Fietta Dilara, and Wang Yi Defenses against Evasion Attacks in the Eyes of Automotive Industry: Review from a Practical Perspective. IEEE Open Journal of Vehicular Technology. :1–32. 2025.  

Lee, Jae Hee, Mikriukov Georgii, Schwalbe Gesina, Wermter Stefan, and Wolter Diedrich Concept-Based Explanations in Computer Vision: Where Are We and Where Could We Go? Computer Vision – ECCV 2024 Workshops. 15643(Computer Vision – ECCV 2024 Workshops):266-287. 2024.  

Mitra, Pallavi, Schwalbe Gesina, and Klein Nadja Investigating Calibration and Corruption Robustness of Post-hoc Pruned Perception CNNs: An Image Classification Benchmark Study. IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2024 - Workshops, Seattle, WA, USA, June 17-18, 2024. 2024.  

Mikriukov, Georgii, Schwalbe Gesina, Motzkus Franz, and Bade Korinna Unveiling the Anatomy of Adversarial Attacks: Concept-Based XAI Dissection of CNNs. Explainable Artificial Intelligence - Second World Conference, xAI 2024, Valletta, Malta, July 17-19, 2024, Proceedings, Part I. Communications in Computer and Information Science 2153 2024.